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papers:bottou-lin-2006 [2007/06/26 10:24] leonb |
papers:bottou-lin-2006 [2016/02/08 16:00] (current) leonb |
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- | Léon Bottou and Chih-Jen Lin: | + | Léon Bottou and Chih-Jen Lin: **Support Vector Machine Solvers**, in //[[lskm-2007|Large Scale Kernel Machines]]//, |
- | [[http:// | + | Sample chapter: [[http:// |
+ | < | ||
+ | Technical report: | ||
[[http:// | [[http:// | ||
[[http:// | [[http:// | ||
</ | </ | ||
- | @misc{bottou-lin-2006, | + | @incollection{bottou-lin-2006, |
author = {Bottou, L\' | author = {Bottou, L\' | ||
title = {Support Vector Machine Solvers}, | title = {Support Vector Machine Solvers}, | ||
- | | + | |
- | year = {2006}, | + | editor = {Bottou, L\' |
+ | booktitle = {Large Scale Kernel Machines}, | ||
+ | publisher = {MIT Press}, | ||
+ | address = {Cambridge, MA.}, | ||
+ | year = {2007}, | ||
url = {http:// | url = {http:// | ||
} | } | ||
+ | |||
+ | |||
+ | ==== Erratum ==== | ||
+ | |||
+ | The following errors were present in the book version | ||
+ | |||
+ | * Equation (4) should be a minimization $\min_{w, | ||
+ | * Equation (6) should read $\hat{y}(x)=w^{*\top}x+b^*=\sum_{i=1}^{n} y_i \alpha_i K(x_i, | ||
+ | |||
+ | These errors have been corrected in the technical report. | ||
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* The [[: | * The [[: | ||
- | * Chih-Jen Lin' | + | * Chih-Jen Lin' |
+ | * Thorsten Joachims' | ||
* John Platt' | * John Platt' | ||